Dileep Kalathil

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 11

Top Topics

Sample Complexity

Reinforcement Learning

Policy Iteration

Online Convex Optimization

Top Venues

IEEE/ACM Trans. Netw.

Publications

Archana Bura, Desik Rengarajan, Dileep Kalathil, Srinivas Shakkottai, Jean-François Chamberland
Learning to Cache and Caching to Learn: Regret Analysis of Caching Algorithms. IEEE/ACM Trans. Netw. 30 (1) (2022)
Rajarshi Bhattacharyya, Archana Bura, Desik Rengarajan, Mason Rumuly, Bainan Xia, Srinivas Shakkottai, Dileep Kalathil, Ricky K. P. Mok, Amogh Dhamdhere
QFlow: A Learning Approach to High QoE Video Streaming at the Wireless Edge. IEEE/ACM Trans. Netw. 30 (1) (2022)
Kishan Panaganti, Dileep Kalathil
Sample Complexity of Model-Based Robust Reinforcement Learning. CDC (2021)
Akhil Nagariya, Dileep Kalathil, Srikanth Saripalli
OTTR: Off-Road Trajectory Tracking using Reinforcement Learning. CoRR (2021)
Sutanoy Dasgupta, Yabo Niu, Kishan Panaganti, Dileep Kalathil, Debdeep Pati, Bani Mallick
Off-Policy Evaluation Using Information Borrowing and Context-Based Switching. CoRR (2021)
Tao Liu, Ruida Zhou, Dileep Kalathil, P. R. Kumar, Chao Tian
Learning Policies with Zero or Bounded Constraint Violation for Constrained MDPs. CoRR (2021)
Sapana Chaudhary, Dileep Kalathil
Safe Online Convex Optimization with Unknown Linear Safety Constraints. CoRR (2021)
Tao Liu, Ruida Zhou, Dileep Kalathil, P. R. Kumar, Chao Tian
Fast Global Convergence of Policy Optimization for Constrained MDPs. CoRR (2021)
Kishan Panaganti Badrinath, Dileep Kalathil
Robust Reinforcement Learning using Least Squares Policy Iteration with Provable Performance Guarantees. ICML (2021)
Kishan Panaganti, Dileep Kalathil
Sample Complexity of Robust Reinforcement Learning with a Generative Model. CoRR (2021)
Bochan Lee, Vishnu Saj, Moble Benedict, Dileep Kalathil
A Vision-Based Control Method for Autonomous Landing of Vertical Flight Aircraft On a Moving Platform Without Using GPS. CoRR (2020)